The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Best Open Source Alternatives to Segment
Looking for a free, self-hosted, and privacy-first replacement for Segment? These community-verified open source projects replace customer data platform (cdp) & analytics hub without recurring per-seat fees or cloud vendor lock-in.
Why Engineering Teams Are Replacing Segment
Deploy across 5 or 5,000 developers with zero incremental per-seat charges or usage surcharges.
No third-party cloud data scanning, closed training, or overseas data transfer compliance risks.
Inspect the architecture, add internal integrations, build custom plugins, and never worry about discontinued features.
Top Rated Segment Alternatives (9)
Ranked by verified GitHub stars & growthComputer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.
RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]
Automatically detect and skip intro/credit sequences in Jellyfin
The Jieba Chinese Word Segmentation Implemented in Rust
AI-assisted RAW photo developer: GPT vision advisor proposes an EditRecipe, a deterministic Rust engine renders it — Lightroom-compatible XMP sidecars, 24 RAW formats + baked images, measured (not guessed) Lightroom mask geometry, local GUI/web UI, AI denoise & segmentation sidecars
Modern PHP 8.3+ ecommerce platform built on Symfony, Doctrine DBAL, Laminas, 100% vanilla JS. Drop-in replacement for Magento 1 projects with full compatibility. Complete toolchain: Composer/PHPStan plugins, language packs. Enterprise features: automated email marketing, customer segmentation, dynamic categories, passkey/2FA auth and so much more.
📱 Capacitor plugin for foldable phones: 📖 fold state, posture, hinge angle, size classes, rear display and dual screen on Android, plus a polyfill for the Device Posture and Viewport Segments web APIs.
Frequently Asked Questions
What is the most popular open source alternative to Segment?
The leading open source project in this space is facebookresearch/sam2 with over 19,928 GitHub stars. It provides active developer community support, extensive documentation, and transparent licensing.
Are these open source alternatives free to use in commercial teams?
Yes. The vast majority of these repositories are licensed under permissive open-source licenses such as MIT, Apache 2.0, or AGPL, allowing developers to deploy and self-host them within commercial companies with zero subscription costs.
How do I deploy and self-host these alternatives?
Most top alternatives provide pre-built Docker containers and Docker Compose templates, enabling 1-command deployment onto a private VPS (Hostinger, DigitalOcean, Hetzner) or enterprise Kubernetes clusters.